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Evaluation

1654 directly classified papers

Papers per year

Papers

SAM operates far from home: eigenvalue regularization as a dynamical phenomenon ICML 2023
Towards Reliable Neural Specifications ICML 2023
Automatically Auditing Large Language Models via Discrete Optimization ICML 2023
Statistical Indistinguishability of Learning Algorithms ICML 2023
Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions ICML 2023
Bootstrap in High Dimension with Low Computation ICML 2023
Demystifying Disagreement-on-the-Line in High Dimensions ICML 2023
Never mind the metrics---what about the uncertainty? Visualising binary confusion matrix metric distributions to put performance in perspective ICML 2023
Iterative Approximate Cross-Validation ICML 2023
Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts ICML 2023
Computational Asymmetries in Robust Classification ICML 2023
How Many Perturbations Break This Model? Evaluating Robustness Beyond Adversarial Accuracy ICML 2023
Whose Opinions Do Language Models Reflect? ICML 2023
Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables ICML 2023
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes ICML 2023
Revisiting Bellman Errors for Offline Model Selection ICML 2023
Calibrating a Deep Neural Network with Its Predecessors IJCAI 2023
Unveiling Concepts Learned by a World-Class Chess-Playing Agent IJCAI 2023
Efficient Global Robustness Certification of Neural Networks via Interleaving Twin-Network Encoding (Extended Abstract) IJCAI 2023
Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives ICCV 2023
How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning INTERSPEECH 2023
MOCKS 1.0: Multilingual Open Custom Keyword Spotting Testset INTERSPEECH 2023
Svarah: Evaluating English ASR Systems on Indian Accents INTERSPEECH 2023
Was Fixing This Really That Hard? On the Complexity of Correcting HTN Domains AAAI 2023
Shared Tasks as Tutorials: A Methodical Approach AAAI 2023